scholarly journals Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss

2021 ◽  
Author(s):  
Wenhui Lei ◽  
Haochen Mei ◽  
Zhengwentai Sun ◽  
Shan Ye ◽  
Ran Gu ◽  
...  
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Convolutional Neural Network ◽  
Head And Neck ◽  
Organs At Risk ◽  
Automatic Segmentation

scholarly journals Prior Attention Enhanced Convolutional Neural Network Based Automatic Segmentation of Organs at Risk for Head and Neck Cancer Radiotherapy

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 179018-179027
Author(s):  
Haibin Chen ◽  
Dongyun Huang ◽  
Li Lin ◽  
Zhenyu Qi ◽  
Peiliang Xie ◽  
...  
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Head And Neck Cancer ◽  
Convolutional Neural Network ◽  
Head And Neck ◽  
Neck Cancer ◽  
Organs At Risk ◽  
Automatic Segmentation ◽  
Cancer Radiotherapy

A convolutional neural network algorithm for automatic segmentation of head and neck organs at risk using deep lifelong learning

2019 ◽  
Vol 46 (5) ◽  
pp. 2204-2213 ◽  
Author(s):  
Jason W. Chan ◽  
Vasant Kearney ◽  
Samuel Haaf ◽  
Susan Wu ◽  
Madeleine Bogdanov ◽  
...  
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Convolutional Neural Network ◽  
Head And Neck ◽  
Lifelong Learning ◽  
Organs At Risk ◽  
Automatic Segmentation ◽  
Network Algorithm ◽  
Neural Network Algorithm

scholarly journals Automatic Segmentation of Clinical Target Volume and Organs-at-Risk for Breast Conservative Radiotherapy Using a Convolutional Neural Network

2021 ◽  
Vol Volume 13 ◽  
pp. 8209-8217
Author(s):  
Zhikai Liu ◽  
Fangjie Liu ◽  
Wanqi Chen ◽  
Yinjie Tao ◽  
Xia Liu ◽  
...  
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Convolutional Neural Network ◽  
Clinical Target Volume ◽  
Organs At Risk ◽  
Automatic Segmentation ◽  
Target Volume

Automated Delineation of Head and Neck Organs at Risk Using Synthetic MRI‐aided Mask Scoring Regional Convolutional Neural Network

2021 ◽  
Author(s):  
Xianjin Dai ◽  
Yang Lei ◽  
Tonghe Wang ◽  
Jun Zhou ◽  
Justin Roper ◽  
...  
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Convolutional Neural Network ◽  
Head And Neck ◽  
Organs At Risk ◽  
Synthetic Mri

Deep convolutional neural network for segmentation of thoracic organs‐at‐risk using cropped 3D images

2019 ◽  
Vol 46 (5) ◽  
pp. 2169-2180 ◽  
Author(s):  
Xue Feng ◽  
Kun Qing ◽  
Nicholas J. Tustison ◽  
Craig H. Meyer ◽  
Quan Chen
Keyword(s):  
Neural Network ◽  
At Risk ◽  
Convolutional Neural Network ◽  
Organs At Risk ◽  
Deep Convolutional Neural Network ◽  
3D Images

876P Automatic segmentation of organs at risk in head and neck using 3D-UNets

2021 ◽  
Vol 32 ◽  
pp. S793
Author(s):  
S. Datta ◽  
A. Traverso ◽  
S. Mehrkanoon ◽  
A. Briassouli
Keyword(s):  
At Risk ◽  
Head And Neck ◽  
Organs At Risk ◽  
Automatic Segmentation

Automatic Segmentation to Define Organs at Risk (OARs) for Function Sparing Head and Neck IMRT

2014 ◽  
Vol 90 (1) ◽  
pp. S876-S877
Author(s):  
D. Thomson ◽  
C. Boylan ◽  
T. Liptrot ◽  
A. Aitkenhead ◽  
L. Lee ◽  
...  
Keyword(s):  
At Risk ◽  
Head And Neck ◽  
Organs At Risk ◽  
Automatic Segmentation

scholarly journals Evaluation of an automatic segmentation algorithm for definition of head and neck organs at risk

2014 ◽  
Vol 9 (1) ◽  
pp. 173 ◽  
Author(s):  
David Thomson ◽  
Chris Boylan ◽  
Tom Liptrot ◽  
Adam Aitkenhead ◽  
Lip Lee ◽  
...  
Keyword(s):  
At Risk ◽  
Head And Neck ◽  
Organs At Risk ◽  
Automatic Segmentation ◽  
Segmentation Algorithm ◽  
Definition Of

scholarly journals Comparison between atlas and convolutional neural network based automatic segmentation of multiple organs at risk in non-small cell lung cancer

Medicine ◽  
2020 ◽  
Vol 99 (34) ◽  
pp. e21800
Author(s):  
Tao Zhang ◽  
Yin Yang ◽  
Jingbo Wang ◽  
Kuo Men ◽  
Xin Wang ◽  
...  
Keyword(s):  
Neural Network ◽  
Lung Cancer ◽  
Small Cell Lung Cancer ◽  
Convolutional Neural Network ◽  
Cell Lung Cancer ◽  
Organs At Risk ◽  
Automatic Segmentation ◽  
Small Cell ◽  
Small Cell Lung ◽  
Multiple Organs
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